Irregular vs Gray Swan

Irregular vs Gray Swan, compared side by side on 14 data points: what each one does, how big it is, what it has raised, the tech running each site, and what users report. We score both out of 100 on traction, team and visibility: Irregular is on 58/100 and Gray Swan on 63/100.

IrregularIrregular is a frontier AI security lab that sets new standards in securing advanced artificial intelligence by testing next-generation AI systems for real-world threats.
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Gray SwanGray Swan provides enterprise-grade security solutions for LLMs, developed by the pioneers of AI vulnerability research, enabling confident AI deployment.
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Where each one leads

Irregular

  • funding raised: $80.0M against $45.7M

Gray Swan

  • our overall score: 63/100 against 58/100

At a glance

MeasureIrregularGray Swan
What it isIrregular is a frontier AI security lab that sets new standards in securing advanced artificial intelligence by testing next-generation AI systems for real-world threats.Gray Swan provides enterprise-grade security solutions for LLMs, developed by the pioneers of AI vulnerability research, enabling confident AI deployment.
CategoryArtificial Intelligence, Cybersecurity, AI Security, Frontier AI LabCybersecurity, AI Safety, AI Alignment, Large Language Model
Sells toBusiness modelB2BB2B
OfferingPlatformSoftware
Founded20252023
HeadquartersUSPittsburgh, United States
StatusActiveActive

Size, funding and growth

MeasureIrregularGray Swan
EmployeesNot published81
Total funding$80.0M$45.7M
Latest roundSeed, Series ASeries A
Valuation$450M$200M
LinkedIn followersNot published7,116

StartupHub scores

Our own 0-100 ratings. They measure company strength and site quality, not which product suits you.

MeasureIrregularGray Swan
StartupHub scoreOur 0-100 rating58/10063/100
Traction40/10057/100
Team50/10070/100
Search visibilityNot published23/100
Quality78/10072/100
Agent readinessHow well an AI agent can read and act on the siteNot publishedF (39/100)
Domain ratingLink authority, 0-100Not published64/100

Technology

Detected on each public site, so it reflects the marketing stack as well as the product.

MeasureIrregularGray Swan
CDNNot detectedCloudflare
CMSNot detectedWebflow
FrameworksNot detectedTailwind CSS
AnalyticsNot detectedPostHog
Support stackNot detectedHubSpot

What users say

MeasureIrregularGray Swan
Reddit sentimentThreads we trackNot published5 positive, 0 negative across 5 threads
Gray Swan
“Gray Swan AI—where AI security meets the underground. This is the proving ground for red teamers, hackers, & AI skeptics pushing models to their limits. Jailbreak, exploit, & expose vulnerabilities in cutting-edge AI systems.”
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Irregular vs Gray Swan: common questions

Which is better, Irregular or Gray Swan?

On our 0-100 score Gray Swan rates higher (63/100 against 58/100). The score weights traction, team, visibility and profile completeness, so it reflects company strength rather than which product suits you. We compare the two on 14 data points above: read the rows that match what you are buying for.

How do Irregular and Gray Swan compare on the numbers?

Irregular leads on funding raised ($80.0M against $45.7M). Gray Swan leads on our overall score (63/100 against 58/100).

What do real users say about Irregular and Gray Swan?

Gray Swan: 5 positive and 0 negative mentions across 5 Reddit threads we track.

Read the full Irregular review and pricing or the Gray Swan review and pricing. You can also browse other Irregular alternatives we track.